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researcher

D. Slepčev

11 papers hereh-index 283.2k citations70 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author3
  • last author6

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • math.AP4
  • stat.ML4
  • math.ST2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedPoisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates

29 citations · 46 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

stat.ML2026

Radon--Wasserstein Gradient Flows for Interacting-Particle Sampling in High Dimensions

Elias Hess-Childs, Dejan Slepčev, Lantian Xu

Gradient flows of the Kullback--Leibler (KL) divergence, such as the Fokker--Planck equation and Stein Variational Gradient Descent, evolve a distribution toward a target density k…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.